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AI in practice

What an AI agent for business is (and what it isn’t)

By Wilquison Filho2026-09-274 min read

"AI agent" has become a word for everything. A simple definition, what an agent for business needs to do, what it isn’t and five questions to ask before you add one to your team.

"AI agent" has become a word for everything. In the comparisons I did for this site, using official pages checked on September 26, 2026, the same word shows up in very different things. Meta calls Muse a personal agent. monday.com offers agents that act inside the platform’s boards. In Zapier and Make, you build the agents, and they work the way you set them up.

None of these uses is wrong. But if you run a company, it’s worth separating what an agent is from what it isn’t before you put one to work.

A simple definition

An AI agent is a program that doesn’t just answer. It acts. It looks up information in your systems, sends messages, creates tasks and follows up on what’s still pending. A chat waits for your question. An agent does the work, tells you what it did and, often, comes to you before you ask.

An AI agent for business adds one more layer: it works with the company’s systems and people, not just with what one person tells it.

What a good agent for business does

  • It knows the company’s systems, like the ERP, the bank, the store, email and the task board, without relying on someone to paste in context.
  • It does the work of finding, cross-checking, chasing, updating and following up that takes up someone’s day right now.
  • It shows where each piece of information came from and says what it couldn’t see.
  • It follows through: it only says "done" after checking that the work got done.
  • It comes to you when something gets stuck, instead of waiting for someone to ask.

What it isn’t

  • It isn’t a smarter chat. If you have to explain the company every time, it’s an assistant, not a company agent.
  • It isn’t a fixed automation. An automation follows the flow someone designed and does the same thing every time. An agent handles what changes. For well-known processes, automation is still great.
  • It doesn’t own the strategy. Pricing, discounts and the company’s direction stay with people. The agent handles the running around surrounding those decisions.
  • It doesn’t replace people. It clears the running around out of the way so the team can take care of customers, suppliers and decisions.
  • It isn’t magic. It only knows what it can see. Whatever was agreed on the phone and never written down anywhere stays out of its reach.

Five questions before you bring an agent into your company

  • What does it read? Which systems, with what access, and who authorized it.
  • What does it do end to end? Answering isn’t enough: does it chase, update and follow through to the end?
  • Who sets its rules, and is there a record of what it did, in which system and when?
  • Does it show the source of every answer?
  • Who does it work for: one person or the whole team?

Ask to see a real task, from the request to "done." A good agent shows what it did, where it did it and where each piece of information came from.

Where Will fits in

Will is an AI agent for business in that sense, but I prefer to call it a right hand, because "agent" says little about who it works for. Will belongs to the company. It works in the ERP, such as Bling, Omie, Tiny or TOTVS, in the banks through Open Finance (regulated by Brazil’s Central Bank), in the store, the CRM, Gmail, WhatsApp and ClickUp. It answers questions about orders, products and stock with the source, turns every stalled order into a task with a plan, chases the supplier and tells you when it’s done.

The whole team talks to the same Will, and each person sees only what they’re allowed to see. See Will for teams. When the job is big, Will’s helpers split it into parts, with the same rules. To see it all together, read How Will works. The terms are in the glossary, and the comparisons with other agents are in Compare.

About the author

Wilquison Filho is the founder of Hey Will and writes about the day-to-day of running a company in Brazil. About Hey Will.

Go further: the AI glossary for business and the step-by-step guides.

Related questions

What’s the difference between an AI agent and a chatbot?

A chatbot answers what it’s asked. An AI agent also acts: it looks up information in your systems, sends messages, creates tasks and follows what’s pending through to the end.

Is an AI agent the same as automation?

No. An automation follows a flow someone designed and does the same thing every time. An agent handles what changes and takes the next step. The two complement each other: well-known processes do well in an automation.

Can an AI agent make decisions on its own?

Yes, within the rules the company sets. With Will, you decide what it does on its own and what it brings to you. Payments and anything you mark as sensitive always go through you, and everything gets a receipt.

Does an AI agent replace people?

It shouldn’t. The right use is taking the running around of finding, gathering, notifying and following up off the team’s plate. Negotiating, deciding and taking care of customers stay with people.

Start with what you chase by hand.

Plans tailored to your company. Tell us what takes up most of your team’s day, and Will starts there.